SARCAN Product

Passenger Demand Forecasting

SARCAN Demand Forecasting transforms your historical and operational data into reliable projections, enabling proactive decisions weeks or months in advance. This predictive capability is backed by the track record of our clients, who experience systematic, consolidated, and sustained operational growth over more than 10 years.

SARCAN Product

Certainty and stability before every journey

In passenger transport, traditional statistical methods fail under volatility, incomplete data, and outliers — collapsing entirely in the medium and long term. Our system breaks that limitation: it uses a phenomenological model that understands the underlying laws of real passenger behavior. By prioritizing structural robustness over blind mathematical optimization, we deliver projections with unique temporal stability, building the ideal analytical foundation for planning supply, sizing the fleet, and sustaining Pricing and Revenue Management strategies.

Demand Forecast México — Monterrey
Historical
Forecast
Range
800 600 400 200 Jan Feb Mar Apr May ▸ Jun Jul Today
Horizon Months of foresight
Coverage Full network routes and time slots
Refresh Continuous in real time

Key benefits

01

Resilience against real data

Operates with high effectiveness in environments of high variability, recording errors, or data gaps — eliminating the operational cost and downtime of constant data cleaning.

02

Stability over time

Breaks the myopia of conventional methods. Projection reliability remains constant in the short, medium, and long term, avoiding the habitual error spikes common in the market.

03

Proactive, not reactive operation

By deciphering the "why" of the demand phenomenon — not just surface statistics — the system allows capacity alignment and supply management with solid foundations before problems arise.

Data Architecture

From fragmentation to predictability

Forecast quality is directly proportional to the robustness of its data architecture. Our platform is designed to ingest and normalize highly heterogeneous information assets, regardless of the state, format, or historical granularity of your company's data.

01

First step

Asset normalization

Processing and standardization of historical records, regardless of variations in storage structures, file formats, or naming schemas.

02

Second step

Multivariable asset ingestion

Capability to integrate exogenous variables (market data, seasonality, local calendar) with your internal operational records, overcoming the limitations of traditional data silos.

03

Result

Data lifecycle-based modeling

The predictive engine evaluates the density and consistency of your historical information to apply the most effective mathematical model, ensuring predictive accuracy even in environments with varied data quality.

Direct impact on revenue, operations and planning

SARCAN Demand Forecasting delivers a consistent view of how demand will evolve across your service network. From that view, every area can make more precise decisions about supply, capacity, revenue, and travel experience.

Optimization by key areas

Finance & Leadership

Investment decisions backed by analytics

Quantify the expected evolution of revenue by segment, route, and period to back budgets, shareholder commitments, and strategic investment decisions.

Operations & Planning

Supply and capacity aligned with real demand

Plan by time slot, route, and day while respecting your operational constraints and service objectives with solid analytical foundations.

Commercial & Revenue Mgmt

Pricing and availability aimed at margin

Define pricing strategies, availability policies, and commercial campaigns, keeping occupancy and contribution-margin objectives aligned.

Comprehensive visibility and proactive response

Dashboards

360º View

Centralizes key performance, cost, revenue, and exogenous market indicators in interactive dashboards. The definitive tool for strategic decision-making at the executive level.

SARCAN Intelligence — KPIs
RevPAS
$1.18
Ocupación
87%
OTP
93%
Yield
$0.88
Proactivity

Smart Alerts

Instantly detects critical market deviations or lagging services. The system fires proactive alerts that enable immediate corrective actions to protect margin.

⚠ Critical alert

Mexico — Guadalajara: occupancy below minimum threshold

1 min ago
↑ Deviation detected

Yield +14% above forecast — Monterrey — Mexico City

4 min ago
✓ Action executed

Fare adjusted — Guadalajara — Mexico City

7 min ago

Let's transform the value of your data

Every transport network is unique. Talk to our specialists to analyze your current operational challenges and design a demand forecasting strategy tailored to your company.

Talk to a specialist